Noometry

Model comparison

Gemini 3.7 Flash vs GPT-6 Sol

Gemini 3.7 Flash is the stronger model overall, scoring 59.8 to 49.2 on the Noometry Index.

Last verified . 20 shared benchmarks.

Gemini 3.7 Flash Google

59.8

Rank #11 Confirmed

GPT-6 Sol OpenAI

49.2

Rank #46 Confirmed

Summary

  • They share 20 benchmarks with published results for both. Gemini 3.7 Flash scores higher in 7 categories and GPT-6 Sol in 3 categories; 9 gaps are clear of the uncertainty.
  • The widest gap is in math, where Gemini 3.7 Flash leads 69.5 to 35.8.
  • The biggest single-benchmark swing is Furniture Assembly: 26.7% for Gemini 3.7 Flash and 58.3% for GPT-6 Sol.
  • Gemini 3.7 Flash is cheaper at $0.75 / $3.75 per million input/output tokens, against $2 / $10 for GPT-6 Sol.
  • GPT-6 Sol accepts more context: 1.05M tokens versus 1.05M.

Side by side

Gemini 3.7 FlashGPT-6 Sol
ProviderGoogleOpenAI
Noometry Index59.849.2
Released2026-08-132026-09-22
WeightsProprietaryProprietary
Context window1.05M1.05M
Max output66K128K
Input $ / M tokens$0.75$2
Output $ / M tokens$3.75$10
Results tracked4422

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Category by category

Coding GPT-6 Sol leads

Gemini 3.7 Flash: 55.7 (#19), GPT-6 Sol: 59.6 (#11)

BenchmarkGemini 3.7 FlashGPT-6 Sol
DeepSWE65.5%68.8%
FrontierCode43.6%49.3%
LMArena WebDev15931692
LMArena Coding14991453
FrontierSWE20.3%—
SciCode59.8%—
ALE-Bench904.3—

Agentic & Tool Use Gemini 3.7 Flash leads

Gemini 3.7 Flash: 42.2 (#18), GPT-6 Sol: 33.5 (#49)

BenchmarkGemini 3.7 FlashGPT-6 Sol
GDP.pdf23.8%28%
APEX-Agents67.8%—
Remote Labor Index5%—

Reasoning Gemini 3.7 Flash leads

Gemini 3.7 Flash: 70.1 (#12), GPT-6 Sol: 49.3 (#34)

BenchmarkGemini 3.7 FlashGPT-6 Sol
NYT Connections (extended)94%90.1%
LMArena Hard Prompts14971420
ARC-AGI-284.6%—
ARC-AGI-195.5%—
CritPt14.3%—
Chess Puzzles47%—
EBR-Bench—53.3%
Mystery Game Puzzles37%—
DTBench96.8%—
LMCA50.4%—
Epoch Capabilities Index157.72—

Math Gemini 3.7 Flash leads

Gemini 3.7 Flash: 69.5 (#18), GPT-6 Sol: 35.8 (#135)

BenchmarkGemini 3.7 FlashGPT-6 Sol
LMArena Math15111404
FrontierMath (Tiers 1-3)71.6%—
FrontierMath Tier 436.6%—
OTIS Mock AIME 2024-202597.2%—
ProofBench58%—

Knowledge Gemini 3.7 Flash leads

Gemini 3.7 Flash: 69.8 (#4), GPT-6 Sol: 43.0 (#87)

BenchmarkGemini 3.7 FlashGPT-6 Sol
LMArena Expert15081449
GPQA Diamond94.8%—
SimpleQA Verified69.2%—
Vectara Hallucination Rate—6.5%

Multimodal GPT-6 Sol leads

Gemini 3.7 Flash: 36.9 (#69), GPT-6 Sol: 47.6 (#9)

BenchmarkGemini 3.7 FlashGPT-6 Sol
Furniture Assembly26.7%58.3%
LMArena Vision1314—

Multilingual Gemini 3.7 Flash leads

Gemini 3.7 Flash: 57.8 (#7), GPT-6 Sol: 51.0 (#113)

BenchmarkGemini 3.7 FlashGPT-6 Sol
LMArena Non-English14851389
LMArena Chinese15531416
LMArena Russian15191407
LMArena Spanish15071377
LMArena French1512—
LMArena German1485—
LMArena Japanese1506—
LMArena Korean1486—

Instruction Following Gemini 3.7 Flash leads

Gemini 3.7 Flash: 78.0 (#12), GPT-6 Sol: 74.4 (#97)

BenchmarkGemini 3.7 FlashGPT-6 Sol
LMArena Instruction Following14861406

Long Context Gemini 3.7 Flash leads

Gemini 3.7 Flash: 45.8 (#28), GPT-6 Sol: 43.2 (#100)

BenchmarkGemini 3.7 FlashGPT-6 Sol
LMArena Longer Query14931415

Writing & Preference Too close to call

Gemini 3.7 Flash: 71.4 (#19), GPT-6 Sol: 72.3 (#15)

BenchmarkGemini 3.7 FlashGPT-6 Sol
LMArena Text14871396
LMArena Creative Writing14901392
EQ-Bench Creative Writing17232125
LMArena Multi-Turn14951405

Frequently asked questions

Is Gemini 3.7 Flash better than GPT-6 Sol?

Gemini 3.7 Flash is the stronger model overall, scoring 59.8 to 49.2 on the Noometry Index.

Which is cheaper, Gemini 3.7 Flash or GPT-6 Sol?

Gemini 3.7 Flash is cheaper. It lists at $0.75 per million input tokens and $3.75 per million output tokens; GPT-6 Sol lists at $2 and $10.

Is Gemini 3.7 Flash or GPT-6 Sol better for coding?

GPT-6 Sol scores higher on coding benchmarks: 59.6 versus 55.7 in the Noometry coding category.

Which has the bigger context window?

GPT-6 Sol does, with 1.05M tokens against 1.05M.

How many benchmarks do Gemini 3.7 Flash and GPT-6 Sol share?

20 benchmarks have published results for both models. Gemini 3.7 Flash has 44 scored results on Noometry and GPT-6 Sol has 22.

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